[Use case] Operations · project, ops and client teams

The weekly report, written before Monday.

Every week someone pulls numbers from five places, checks what's overdue and writes the same report again. For a team sending five or more reports a week to clients, managers or the board, that is a day lost every week.

Skip this if your tools already send the report you need. Schedule that instead.

What you get
Agents that run on a schedule, check what's overdue and draft each weekly report
Pilot length
4 to 6 weeks on one report
Price range
Pilot from US$2,400, version 1 from US$7,200
We need from you
The reports you send today, read access to the sources, and one person to check drafts
[01] What it doesFour jobs, every week

Pulled, checked, drafted.

01Runs on a schedule

Every Monday at 7, daily, or at month end: whenever the report is due.

02Checks what's overdue

Late tasks, slipping milestones and missing updates, listed with who owns each one.

03Drafts the report

The numbers, what changed and why, in your format, for each client or team.

04Waits for a person

Each report goes to its owner to check and send, never straight to the reader.

Scheduled agents · weekly reports
app.yourcompany.com/agents
Agents on a schedule
Client report · Harbor DentalMondays 07:00 · for JoDraft ready
Overdue check · all projectsDaily 08:00 · to task owners4 overdue
Board pack · NovemberMonth end · for RajRuns 30 Nov
Weekly report · Harbor Dental · week 46AI draft
Bookings online412+18%
Forms completed96%+4 pts
Open tasks72 late
What changed

Bookings rose after the reminder texts went live on Tuesday. Two tasks slipped: the payments page and the Bayside clinic setup, both waiting on the client.

Every number links to its sourceCheck and send✓ Sent by Jo
Concept · sample data
[02] How it worksInputs, model, actions, review

One flow, with an owner checking.

The agent does the pulling and the first draft. The person who owns the report checks it and sends it.

01 · Inputs

What comes in

Your project tool, CRM, tickets and spreadsheets, plus last week's report.

ProjectsCRMSheets
02 · Model

What it works out

Pulls this week's numbers, compares them with last week, and drafts the report with the reasons.

PullCompareDraft
03 · Actions

Where it puts it

Drafts land in each owner's inbox or Slack, and overdue items go to the people who own them.

EmailSlack
04 · Review

Who checks it

The owner edits and sends each report, and their edits tune the next one.

EditSend
Weekly reports agent · demo Sample data

The demo needs a bigger screen, so it opens full screen on a phone.

ReportHarbor Dental · week 46

Bookings, forms and open tasks, for Jo to check and send.

  1. Pulled

    Bookings 412, forms completed 96%, open tasks 7.

  2. Compared

    Bookings up 18% on last week.

  3. Draft

    Bookings rose after the reminder texts went live. Two tasks slipped, both waiting on the client.

Draft ready

The report waits in Jo's inbox to check and send.

Confidence 0.90 · bar 0.80
[03] Build pathTimes and prices from past builds

Pilot, then version 1, then run it.

Each step is priced on its own, so you can stop after the pilot if the drafts need too much fixing.

01

Pilot

One report and its sources, with the owner checking every draft.

Time
4 to 6 weeks
Price
From US$2,400
Ends with
A go or stop, with the time saved per report
02

Version 1

Every report, schedules, overdue alerts and a log of what was sent.

Time
5 to 6 weeks
Price
From US$7,200
Ends with
Reports ready before Monday
03

Run and improve

Model updates, new reports, and monthly tuning on the edits people made most.

Time
Monthly
Price
From US$599 a month
Ends with
A report every month

In US dollars · monthly plans on the pricing page

[04] EstimateTwo minutes, before any call

Estimate this build.

Answer three questions and the estimator opens with the weekly reports agent already picked.

Typical · pilot from US$2,400 · version 1 from US$7,200
Reports a week
Sources
Who reads them
Open the estimator
[05] Buy or buildThe tools that already do some of this

You may not need us. Here's how to tell.

Reporting tools can send scheduled reports. If one covers what you need, use it. These are the usual options and where each one stops.

ToolWhat it coversWhere it stops

Data Studio (formerly Looker Studio)

Free dashboards and scheduled email reports from Google and other sources.

Sends charts, not a written report that says what changed and why.

AgencyAnalytics

Client reporting for agencies, with templates and scheduled sends.

Built for marketing numbers, not project or ops reports.

Zapier with AI steps

Scheduled workflows that can pull data and draft text.

Copilot drafts workflows; you still test, maintain and add checks.

When a custom build winsReports from your own sources, written in your words, or drafts that must be checked before they go out.

That is where an off-the-shelf reporting tool runs out, and where this build earns its price.

[06] Data, security and guardrailsWhat it can and can't do

It drafts. Owners send.

The build is set up so a mistake becomes a line the owner fixes, not a wrong number in front of a client.

Access it needs

Read-only access to the sources each report uses. It can't send a report on its own.

Where data lives

Data and drafts stay in your cloud region, with a log of every report sent.

Every number linked

Each figure in a draft links to where it came from.

Who reviews

Each report's owner checks and sends it, and a lead reviews a sample each month.

[07] ProofFounding client offer

Proof

Founding clientsBe one of the first two teams to run this.

The first two pilots get the AI blueprint (US$1,800) free, in return for a case study with your name on it.

Ask about it
[08] VariationsThe same build for other teams
[09] QuestionsBefore you call

Questions

Will it send reports on its own?

No. Each draft goes to its owner, who checks and sends it.

What does agent mean here?

A program that runs on a schedule, pulls data, checks it against your rules and writes a draft, then stops for a person.

Which tools can it read?

Project tools such as Jira, Asana or Monday, CRMs, spreadsheets, and your own systems with an API.

What does it cost to run?

You pay the model provider per report. The pilot report shows the monthly cost.

What if a number looks wrong?

Each number links to its source, and the owner fixes it before sending. The fix tunes the next draft.

Can it chase people for updates?

Yes. It can draft a message to each person with an overdue item, for the owner to send.

[10] Next30 minutes · no slides

Get this scopedin 30 minutes.

Bring two reports you send every week if you can. You leave with a written next step and a price range for the pilot.

NS
Scoping call30 min · video call

India time · confirmed on Cal ID